Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 148.6 KiB |
| Average record size in memory | 152.1 B |
Variable types
| Numeric | 19 |
|---|
mass_1 is highly correlated with mass_ratio and 1 other fields | High correlation |
mass_ratio is highly correlated with mass_1 and 1 other fields | High correlation |
a_1 is highly correlated with chi_p and 1 other fields | High correlation |
a_2 is highly correlated with spin2x | High correlation |
cos_tilt_1 is highly correlated with tilt_1 and 2 other fields | High correlation |
cos_tilt_2 is highly correlated with tilt_2 and 2 other fields | High correlation |
mass_2 is highly correlated with mass_1 and 1 other fields | High correlation |
tilt_1 is highly correlated with cos_tilt_1 and 2 other fields | High correlation |
tilt_2 is highly correlated with cos_tilt_2 and 2 other fields | High correlation |
chi_eff is highly correlated with cos_tilt_1 and 5 other fields | High correlation |
chi_p is highly correlated with a_1 and 2 other fields | High correlation |
spin1z is highly correlated with cos_tilt_1 and 2 other fields | High correlation |
spin2z is highly correlated with cos_tilt_2 and 2 other fields | High correlation |
spin1x is highly correlated with a_1 and 1 other fields | High correlation |
spin2x is highly correlated with a_2 and 1 other fields | High correlation |
mass_1 is highly correlated with mass_ratio and 1 other fields | High correlation |
mass_ratio is highly correlated with mass_1 | High correlation |
a_1 is highly correlated with chi_p and 1 other fields | High correlation |
a_2 is highly correlated with spin2x | High correlation |
cos_tilt_1 is highly correlated with tilt_1 and 2 other fields | High correlation |
cos_tilt_2 is highly correlated with tilt_2 and 2 other fields | High correlation |
mass_2 is highly correlated with mass_1 | High correlation |
tilt_1 is highly correlated with cos_tilt_1 and 2 other fields | High correlation |
tilt_2 is highly correlated with cos_tilt_2 and 2 other fields | High correlation |
chi_eff is highly correlated with cos_tilt_1 and 5 other fields | High correlation |
chi_p is highly correlated with a_1 and 2 other fields | High correlation |
spin1z is highly correlated with cos_tilt_1 and 2 other fields | High correlation |
spin2z is highly correlated with cos_tilt_2 and 2 other fields | High correlation |
spin1x is highly correlated with a_1 and 1 other fields | High correlation |
spin2x is highly correlated with a_2 and 1 other fields | High correlation |
mass_1 is highly correlated with mass_ratio and 1 other fields | High correlation |
mass_ratio is highly correlated with mass_1 | High correlation |
a_1 is highly correlated with spin1x | High correlation |
a_2 is highly correlated with spin2x | High correlation |
cos_tilt_1 is highly correlated with tilt_1 and 1 other fields | High correlation |
cos_tilt_2 is highly correlated with tilt_2 and 1 other fields | High correlation |
mass_2 is highly correlated with mass_1 | High correlation |
tilt_1 is highly correlated with cos_tilt_1 and 1 other fields | High correlation |
tilt_2 is highly correlated with cos_tilt_2 and 1 other fields | High correlation |
chi_eff is highly correlated with spin1z | High correlation |
chi_p is highly correlated with spin1x | High correlation |
spin1z is highly correlated with cos_tilt_1 and 2 other fields | High correlation |
spin2z is highly correlated with cos_tilt_2 and 1 other fields | High correlation |
spin1x is highly correlated with a_1 and 1 other fields | High correlation |
spin2x is highly correlated with a_2 | High correlation |
mass_1 is highly correlated with mass_2 | High correlation |
a_1 is highly correlated with chi_p and 2 other fields | High correlation |
a_2 is highly correlated with chi_p and 2 other fields | High correlation |
cos_tilt_1 is highly correlated with tilt_1 and 3 other fields | High correlation |
cos_tilt_2 is highly correlated with tilt_2 and 3 other fields | High correlation |
mass_2 is highly correlated with mass_1 | High correlation |
tilt_1 is highly correlated with cos_tilt_1 and 3 other fields | High correlation |
tilt_2 is highly correlated with cos_tilt_2 and 3 other fields | High correlation |
sin_tilt_1 is highly correlated with cos_tilt_1 and 2 other fields | High correlation |
sin_tilt_2 is highly correlated with cos_tilt_2 and 2 other fields | High correlation |
chi_eff is highly correlated with cos_tilt_1 and 5 other fields | High correlation |
chi_p is highly correlated with a_1 and 3 other fields | High correlation |
spin1z is highly correlated with a_1 and 4 other fields | High correlation |
spin2z is highly correlated with a_2 and 4 other fields | High correlation |
spin1x is highly correlated with a_1 and 1 other fields | High correlation |
spin2x is highly correlated with a_2 and 1 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
mass_1 has unique values | Unique |
mass_ratio has unique values | Unique |
a_1 has unique values | Unique |
a_2 has unique values | Unique |
cos_tilt_1 has unique values | Unique |
cos_tilt_2 has unique values | Unique |
redshift has unique values | Unique |
mass_2 has unique values | Unique |
tilt_1 has unique values | Unique |
tilt_2 has unique values | Unique |
sin_tilt_1 has unique values | Unique |
sin_tilt_2 has unique values | Unique |
chi_eff has unique values | Unique |
chi_p has unique values | Unique |
spin1z has unique values | Unique |
spin2z has unique values | Unique |
spin1x has unique values | Unique |
spin2x has unique values | Unique |
Reproduction
| Analysis started | 2022-07-20 16:03:49.325630 |
|---|---|
| Analysis finished | 2022-07-20 16:04:41.710008 |
| Duration | 52.38 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 499.5 |
| Minimum | 0 |
|---|---|
| Maximum | 999 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 49.95 |
| Q1 | 249.75 |
| median | 499.5 |
| Q3 | 749.25 |
| 95-th percentile | 949.05 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 499.5 |
Descriptive statistics
| Standard deviation | 288.8194361 |
|---|---|
| Coefficient of variation (CV) | 0.5782170893 |
| Kurtosis | -1.2 |
| Mean | 499.5 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 0 |
| Sum | 499500 |
| Variance | 83416.66667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 671 | 1 | 0.1% |
| 658 | 1 | 0.1% |
| 659 | 1 | 0.1% |
| 660 | 1 | 0.1% |
| 661 | 1 | 0.1% |
| 662 | 1 | 0.1% |
| 663 | 1 | 0.1% |
| 664 | 1 | 0.1% |
| 665 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 999 | 1 | |
| 998 | 1 | |
| 997 | 1 | |
| 996 | 1 | |
| 995 | 1 | |
| 994 | 1 | |
| 993 | 1 | |
| 992 | 1 | |
| 991 | 1 | |
| 990 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.626600792 |
| Minimum | 5.623636621 |
|---|---|
| Maximum | 67.51876593 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 5.623636621 |
|---|---|
| 5-th percentile | 5.729168808 |
| Q1 | 6.29173147 |
| median | 7.253185816 |
| Q3 | 9.553942783 |
| 95-th percentile | 30.10042243 |
| Maximum | 67.51876593 |
| Range | 61.89512931 |
| Interquartile range (IQR) | 3.262211313 |
Descriptive statistics
| Standard deviation | 6.859717137 |
|---|---|
| Coefficient of variation (CV) | 0.712579371 |
| Kurtosis | 14.00250337 |
| Mean | 9.626600792 |
| Median Absolute Deviation (MAD) | 1.215118152 |
| Skewness | 3.38353283 |
| Sum | 9626.600792 |
| Variance | 47.0557192 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.99708664 | 1 | 0.1% |
| 7.745581788 | 1 | 0.1% |
| 8.093299683 | 1 | 0.1% |
| 8.428073156 | 1 | 0.1% |
| 6.29707347 | 1 | 0.1% |
| 6.419970181 | 1 | 0.1% |
| 7.018234283 | 1 | 0.1% |
| 7.232696698 | 1 | 0.1% |
| 7.92935838 | 1 | 0.1% |
| 5.934908561 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 5.623636621 | 1 | |
| 5.626821924 | 1 | |
| 5.627413843 | 1 | |
| 5.628480284 | 1 | |
| 5.632162095 | 1 | |
| 5.63221071 | 1 | |
| 5.632775396 | 1 | |
| 5.637419683 | 1 | |
| 5.639637034 | 1 | |
| 5.64203579 | 1 |
| Value | Count | Frequency (%) |
| 67.51876593 | 1 | |
| 63.24210499 | 1 | |
| 41.38073762 | 1 | |
| 38.94394445 | 1 | |
| 38.54385198 | 1 | |
| 36.53396528 | 1 | |
| 36.5122774 | 1 | |
| 35.86229803 | 1 | |
| 35.68598228 | 1 | |
| 34.80120858 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9173670479 |
| Minimum | 0.2164184813 |
|---|---|
| Maximum | 0.999998618 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.2164184813 |
|---|---|
| 5-th percentile | 0.698486488 |
| Q1 | 0.8828023248 |
| median | 0.9595549119 |
| Q3 | 0.9910985361 |
| 95-th percentile | 0.9995294399 |
| Maximum | 0.999998618 |
| Range | 0.7835801367 |
| Interquartile range (IQR) | 0.1082962114 |
Descriptive statistics
| Standard deviation | 0.1076333313 |
|---|---|
| Coefficient of variation (CV) | 0.1173285345 |
| Kurtosis | 6.051166137 |
| Mean | 0.9173670479 |
| Median Absolute Deviation (MAD) | 0.03656198448 |
| Skewness | -2.186967297 |
| Sum | 917.3670479 |
| Variance | 0.01158493402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6757441861 | 1 | 0.1% |
| 0.91163006 | 1 | 0.1% |
| 0.9817540678 | 1 | 0.1% |
| 0.8872159696 | 1 | 0.1% |
| 0.9975557976 | 1 | 0.1% |
| 0.981292826 | 1 | 0.1% |
| 0.9610735824 | 1 | 0.1% |
| 0.9680800556 | 1 | 0.1% |
| 0.9123102277 | 1 | 0.1% |
| 0.9954128007 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.2164184813 | 1 | |
| 0.2616349587 | 1 | |
| 0.4013576311 | 1 | |
| 0.4516677371 | 1 | |
| 0.4584708269 | 1 | |
| 0.4682283099 | 1 | |
| 0.4835363011 | 1 | |
| 0.4906161304 | 1 | |
| 0.5041935361 | 1 | |
| 0.5133251686 | 1 |
| Value | Count | Frequency (%) |
| 0.999998618 | 1 | |
| 0.9999980791 | 1 | |
| 0.9999918028 | 1 | |
| 0.9999908712 | 1 | |
| 0.9999789668 | 1 | |
| 0.9999778019 | 1 | |
| 0.999975332 | 1 | |
| 0.9999716879 | 1 | |
| 0.9999605126 | 1 | |
| 0.9999584513 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3033097225 |
| Minimum | 0.002814354769 |
|---|---|
| Maximum | 0.9067263586 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.002814354769 |
|---|---|
| 5-th percentile | 0.06965293627 |
| Q1 | 0.1678995537 |
| median | 0.2775142124 |
| Q3 | 0.4139646649 |
| 95-th percentile | 0.6149998706 |
| Maximum | 0.9067263586 |
| Range | 0.9039120038 |
| Interquartile range (IQR) | 0.2460651112 |
Descriptive statistics
| Standard deviation | 0.1723731244 |
|---|---|
| Coefficient of variation (CV) | 0.5683072834 |
| Kurtosis | -0.1428599452 |
| Mean | 0.3033097225 |
| Median Absolute Deviation (MAD) | 0.1198093443 |
| Skewness | 0.6118805586 |
| Sum | 303.3097225 |
| Variance | 0.02971249403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7264300718 | 1 | 0.1% |
| 0.2457274279 | 1 | 0.1% |
| 0.6951100639 | 1 | 0.1% |
| 0.3001490521 | 1 | 0.1% |
| 0.04030755773 | 1 | 0.1% |
| 0.3100242483 | 1 | 0.1% |
| 0.4537433992 | 1 | 0.1% |
| 0.268149854 | 1 | 0.1% |
| 0.1056887505 | 1 | 0.1% |
| 0.4405685993 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.002814354769 | 1 | |
| 0.006900929942 | 1 | |
| 0.01340075459 | 1 | |
| 0.01362634638 | 1 | |
| 0.01402140211 | 1 | |
| 0.01912923473 | 1 | |
| 0.02232309167 | 1 | |
| 0.02362049568 | 1 | |
| 0.02754127977 | 1 | |
| 0.02815861323 | 1 |
| Value | Count | Frequency (%) |
| 0.9067263586 | 1 | |
| 0.8762846577 | 1 | |
| 0.8342312787 | 1 | |
| 0.8341021093 | 1 | |
| 0.8333866161 | 1 | |
| 0.7724508943 | 1 | |
| 0.7706763411 | 1 | |
| 0.7705685601 | 1 | |
| 0.7669759045 | 1 | |
| 0.749517319 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.308051265 |
| Minimum | 0.006822058823 |
|---|---|
| Maximum | 0.8534341915 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.006822058823 |
|---|---|
| 5-th percentile | 0.06178657828 |
| Q1 | 0.1834223214 |
| median | 0.2903913276 |
| Q3 | 0.4190143912 |
| 95-th percentile | 0.5981566641 |
| Maximum | 0.8534341915 |
| Range | 0.8466121326 |
| Interquartile range (IQR) | 0.2355920698 |
Descriptive statistics
| Standard deviation | 0.1666607679 |
|---|---|
| Coefficient of variation (CV) | 0.5410163397 |
| Kurtosis | -0.3250305074 |
| Mean | 0.308051265 |
| Median Absolute Deviation (MAD) | 0.1190679866 |
| Skewness | 0.4300229047 |
| Sum | 308.051265 |
| Variance | 0.02777581155 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0728876393 | 1 | 0.1% |
| 0.4600028739 | 1 | 0.1% |
| 0.523318616 | 1 | 0.1% |
| 0.4506484427 | 1 | 0.1% |
| 0.4246597753 | 1 | 0.1% |
| 0.5181433091 | 1 | 0.1% |
| 0.3049577622 | 1 | 0.1% |
| 0.2504770991 | 1 | 0.1% |
| 0.4101523727 | 1 | 0.1% |
| 0.2707250585 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.006822058823 | 1 | |
| 0.007497576687 | 1 | |
| 0.0123181706 | 1 | |
| 0.01481951713 | 1 | |
| 0.01570124342 | 1 | |
| 0.01760662393 | 1 | |
| 0.01879311319 | 1 | |
| 0.01976581305 | 1 | |
| 0.02326542848 | 1 | |
| 0.02544014009 | 1 |
| Value | Count | Frequency (%) |
| 0.8534341915 | 1 | |
| 0.8255312353 | 1 | |
| 0.8156473078 | 1 | |
| 0.7814242131 | 1 | |
| 0.7739910121 | 1 | |
| 0.7652642251 | 1 | |
| 0.7578007581 | 1 | |
| 0.7424216394 | 1 | |
| 0.73830434 | 1 | |
| 0.7283370971 | 1 |
cos_tilt_1
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0401708181 |
| Minimum | -0.9984913569 |
|---|---|
| Maximum | 0.9960745494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 476 |
| Negative (%) | 47.6% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.9984913569 |
|---|---|
| 5-th percentile | -0.9005873094 |
| Q1 | -0.4416828391 |
| median | 0.05096471614 |
| Q3 | 0.5415682331 |
| 95-th percentile | 0.9061318804 |
| Maximum | 0.9960745494 |
| Range | 1.994565906 |
| Interquartile range (IQR) | 0.9832510722 |
Descriptive statistics
| Standard deviation | 0.5763109244 |
|---|---|
| Coefficient of variation (CV) | 14.34650703 |
| Kurtosis | -1.165360266 |
| Mean | 0.0401708181 |
| Median Absolute Deviation (MAD) | 0.4919845525 |
| Skewness | -0.07806218181 |
| Sum | 40.1708181 |
| Variance | 0.3321342815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2744499273 | 1 | 0.1% |
| 0.07535141157 | 1 | 0.1% |
| 0.7246570444 | 1 | 0.1% |
| 0.5727393182 | 1 | 0.1% |
| 0.615746747 | 1 | 0.1% |
| 0.1404384024 | 1 | 0.1% |
| 0.9389097076 | 1 | 0.1% |
| -0.8814213093 | 1 | 0.1% |
| 0.8759665077 | 1 | 0.1% |
| 0.4430769754 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| -0.9984913569 | 1 | |
| -0.9966358664 | 1 | |
| -0.9950375495 | 1 | |
| -0.9950275821 | 1 | |
| -0.994522037 | 1 | |
| -0.9938501021 | 1 | |
| -0.991832041 | 1 | |
| -0.9916740018 | 1 | |
| -0.989210098 | 1 | |
| -0.9792134332 | 1 |
| Value | Count | Frequency (%) |
| 0.9960745494 | 1 | |
| 0.9937663543 | 1 | |
| 0.9917908823 | 1 | |
| 0.9902602564 | 1 | |
| 0.9878264221 | 1 | |
| 0.9875994468 | 1 | |
| 0.9867143257 | 1 | |
| 0.9846900966 | 1 | |
| 0.9834362376 | 1 | |
| 0.9791565641 | 1 |
cos_tilt_2
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02509283078 |
| Minimum | -0.9980090559 |
|---|---|
| Maximum | 0.9987190093 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 482 |
| Negative (%) | 48.2% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.9980090559 |
|---|---|
| 5-th percentile | -0.8725400892 |
| Q1 | -0.4560912546 |
| median | 0.02447791071 |
| Q3 | 0.5109141886 |
| 95-th percentile | 0.8804418133 |
| Maximum | 0.9987190093 |
| Range | 1.996728065 |
| Interquartile range (IQR) | 0.9670054431 |
Descriptive statistics
| Standard deviation | 0.5666975986 |
|---|---|
| Coefficient of variation (CV) | 22.58404416 |
| Kurtosis | -1.168733717 |
| Mean | 0.02509283078 |
| Median Absolute Deviation (MAD) | 0.4831218489 |
| Skewness | -0.04703800471 |
| Sum | 25.09283078 |
| Variance | 0.3211461683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.153739745 | 1 | 0.1% |
| -0.06290630234 | 1 | 0.1% |
| -0.1739405302 | 1 | 0.1% |
| -0.210748139 | 1 | 0.1% |
| 0.8106077545 | 1 | 0.1% |
| 0.5260919044 | 1 | 0.1% |
| -0.0521484493 | 1 | 0.1% |
| -0.0006480866704 | 1 | 0.1% |
| 0.8078936923 | 1 | 0.1% |
| -0.9415155822 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| -0.9980090559 | 1 | |
| -0.9970315885 | 1 | |
| -0.9964579609 | 1 | |
| -0.9956381434 | 1 | |
| -0.9943798131 | 1 | |
| -0.9909805802 | 1 | |
| -0.9836096463 | 1 | |
| -0.9820501535 | 1 | |
| -0.9787136131 | 1 | |
| -0.977147754 | 1 |
| Value | Count | Frequency (%) |
| 0.9987190093 | 1 | |
| 0.9969810932 | 1 | |
| 0.995693107 | 1 | |
| 0.9949861807 | 1 | |
| 0.9944379594 | 1 | |
| 0.9928583742 | 1 | |
| 0.9906053327 | 1 | |
| 0.99026273 | 1 | |
| 0.9842666076 | 1 | |
| 0.9808337704 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.752046948 |
| Minimum | 0.1938313478 |
|---|---|
| Maximum | 2.298885814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.1938313478 |
|---|---|
| 5-th percentile | 0.9028262783 |
| Q1 | 1.495957144 |
| median | 1.861470104 |
| Q3 | 2.099366034 |
| 95-th percentile | 2.26113596 |
| Maximum | 2.298885814 |
| Range | 2.105054466 |
| Interquartile range (IQR) | 0.6034088898 |
Descriptive statistics
| Standard deviation | 0.4350073932 |
|---|---|
| Coefficient of variation (CV) | 0.2482852378 |
| Kurtosis | 0.06388492084 |
| Mean | 1.752046948 |
| Median Absolute Deviation (MAD) | 0.285395149 |
| Skewness | -0.8923273633 |
| Sum | 1752.046948 |
| Variance | 0.1892314321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.214104422 | 1 | 0.1% |
| 2.046788413 | 1 | 0.1% |
| 0.9031143022 | 1 | 0.1% |
| 1.962707711 | 1 | 0.1% |
| 1.936690426 | 1 | 0.1% |
| 0.8784486525 | 1 | 0.1% |
| 2.086883339 | 1 | 0.1% |
| 2.281535011 | 1 | 0.1% |
| 1.93803646 | 1 | 0.1% |
| 1.639686502 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.1938313478 | 1 | |
| 0.3703637057 | 1 | |
| 0.4037981818 | 1 | |
| 0.4355184077 | 1 | |
| 0.4697289705 | 1 | |
| 0.5080745985 | 1 | |
| 0.5357001318 | 1 | |
| 0.5470755335 | 1 | |
| 0.5655185176 | 1 | |
| 0.5794651595 | 1 |
| Value | Count | Frequency (%) |
| 2.298885814 | 1 | |
| 2.297682992 | 1 | |
| 2.297573408 | 1 | |
| 2.297403669 | 1 | |
| 2.297318115 | 1 | |
| 2.296092121 | 1 | |
| 2.295480016 | 1 | |
| 2.294586442 | 1 | |
| 2.292469371 | 1 | |
| 2.290628733 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.421065324 |
| Minimum | 5.623477404 |
|---|---|
| Maximum | 46.78488562 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 5.623477404 |
|---|---|
| 5-th percentile | 5.72013851 |
| Q1 | 6.150266266 |
| median | 6.706992778 |
| Q3 | 7.952771379 |
| 95-th percentile | 20.2162012 |
| Maximum | 46.78488562 |
| Range | 41.16140821 |
| Interquartile range (IQR) | 1.802505113 |
Descriptive statistics
| Standard deviation | 5.051466151 |
|---|---|
| Coefficient of variation (CV) | 0.5998607013 |
| Kurtosis | 13.78334621 |
| Mean | 8.421065324 |
| Median Absolute Deviation (MAD) | 0.7208016509 |
| Skewness | 3.539863289 |
| Sum | 8421.065324 |
| Variance | 25.51731028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.106961551 | 1 | 0.1% |
| 7.061105191 | 1 | 0.1% |
| 7.945629885 | 1 | 0.1% |
| 7.477521097 | 1 | 0.1% |
| 6.281682148 | 1 | 0.1% |
| 6.299870682 | 1 | 0.1% |
| 6.745039565 | 1 | 0.1% |
| 7.001829421 | 1 | 0.1% |
| 7.23403475 | 1 | 0.1% |
| 5.907683953 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 5.623477404 | 1 | |
| 5.626599735 | 1 | |
| 5.627406066 | 1 | |
| 5.627842792 | 1 | |
| 5.63190985 | 1 | |
| 5.632164542 | 1 | |
| 5.632764575 | 1 | |
| 5.635634023 | 1 | |
| 5.639037328 | 1 | |
| 5.640174843 | 1 |
| Value | Count | Frequency (%) |
| 46.78488562 | 1 | |
| 39.41019296 | 1 | |
| 38.86260636 | 1 | |
| 36.98436662 | 1 | |
| 31.67315619 | 1 | |
| 31.64670346 | 1 | |
| 30.87473726 | 1 | |
| 30.79430728 | 1 | |
| 30.61791952 | 1 | |
| 30.46036675 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.524303248 |
| Minimum | 0.08863432183 |
|---|---|
| Maximum | 3.086655916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.08863432183 |
|---|---|
| 5-th percentile | 0.4367470117 |
| Q1 | 0.9984948396 |
| median | 1.519809519 |
| Q3 | 2.028269911 |
| 95-th percentile | 2.69192206 |
| Maximum | 3.086655916 |
| Range | 2.998021594 |
| Interquartile range (IQR) | 1.029775072 |
Descriptive statistics
| Standard deviation | 0.6841124084 |
|---|---|
| Coefficient of variation (CV) | 0.4488033528 |
| Kurtosis | -0.7752321142 |
| Mean | 1.524303248 |
| Median Absolute Deviation (MAD) | 0.5115657543 |
| Skewness | 0.08069499681 |
| Sum | 1524.303248 |
| Variance | 0.4680097873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.292778709 | 1 | 0.1% |
| 1.495373427 | 1 | 0.1% |
| 0.7602597421 | 1 | 0.1% |
| 0.960952656 | 1 | 0.1% |
| 0.9074629952 | 1 | 0.1% |
| 1.429892135 | 1 | 0.1% |
| 0.3513477841 | 1 | 0.1% |
| 2.649659269 | 1 | 0.1% |
| 0.5033604844 | 1 | 0.1% |
| 1.111768281 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.08863432183 | 1 | |
| 0.11171511 | 1 | |
| 0.1282214802 | 1 | |
| 0.139682463 | 1 | |
| 0.1561944793 | 1 | |
| 0.1576468666 | 1 | |
| 0.1631882176 | 1 | |
| 0.1752091845 | 1 | |
| 0.1822618547 | 1 | |
| 0.204529945 | 1 |
| Value | Count | Frequency (%) |
| 3.086655916 | 1 | |
| 3.059543625 | 1 | |
| 3.041927612 | 1 | |
| 3.041827488 | 1 | |
| 3.036874253 | 1 | |
| 3.030631293 | 1 | |
| 3.013693454 | 1 | |
| 3.012460337 | 1 | |
| 2.994559585 | 1 | |
| 2.937342893 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.540238124 |
| Minimum | 0.05062142411 |
|---|---|
| Maximum | 3.078479975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.05062142411 |
|---|---|
| 5-th percentile | 0.4940022221 |
| Q1 | 1.034548407 |
| median | 1.546315957 |
| Q3 | 2.04439476 |
| 95-th percentile | 2.631174424 |
| Maximum | 3.078479975 |
| Range | 3.027858551 |
| Interquartile range (IQR) | 1.009846353 |
Descriptive statistics
| Standard deviation | 0.6682112333 |
|---|---|
| Coefficient of variation (CV) | 0.433836316 |
| Kurtosis | -0.753760795 |
| Mean | 1.540238124 |
| Median Absolute Deviation (MAD) | 0.5033511446 |
| Skewness | 0.01801718819 |
| Sum | 1540.238124 |
| Variance | 0.4465062523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.416444418 | 1 | 0.1% |
| 1.633744192 | 1 | 0.1% |
| 1.745626122 | 1 | 0.1% |
| 1.783136551 | 1 | 0.1% |
| 0.6256071051 | 1 | 0.1% |
| 1.016797775 | 1 | 0.1% |
| 1.622968441 | 1 | 0.1% |
| 1.571444414 | 1 | 0.1% |
| 0.6302271007 | 1 | 0.1% |
| 2.79789642 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.05062142411 | 1 | |
| 0.0777229306 | 1 | |
| 0.09284382756 | 1 | |
| 0.1001799847 | 1 | |
| 0.1055197074 | 1 | |
| 0.1195837989 | 1 | |
| 0.1371817348 | 1 | |
| 0.1396646954 | 1 | |
| 0.1776221999 | 1 | |
| 0.1961008338 | 1 |
| Value | Count | Frequency (%) |
| 3.078479975 | 1 | |
| 3.064522799 | 1 | |
| 3.057400823 | 1 | |
| 3.04815785 | 1 | |
| 3.035522307 | 1 | |
| 3.007182752 | 1 | |
| 2.96029001 | 1 | |
| 2.951835944 | 1 | |
| 2.934893176 | 1 | |
| 2.927397332 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7845622927 |
| Minimum | 0.05490910826 |
|---|---|
| Maximum | 0.999999976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.05490910826 |
|---|---|
| 5-th percentile | 0.3115666902 |
| Q1 | 0.6554671001 |
| median | 0.8700044375 |
| Q3 | 0.968934859 |
| 95-th percentile | 0.9987384509 |
| Maximum | 0.999999976 |
| Range | 0.9450908678 |
| Interquartile range (IQR) | 0.3134677589 |
Descriptive statistics
| Standard deviation | 0.2260470401 |
|---|---|
| Coefficient of variation (CV) | 0.2881186646 |
| Kurtosis | 0.3114611319 |
| Mean | 0.7845622927 |
| Median Absolute Deviation (MAD) | 0.1178914262 |
| Skewness | -1.108775238 |
| Sum | 784.5622927 |
| Variance | 0.05109726432 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9616013921 | 1 | 0.1% |
| 0.9971570412 | 1 | 0.1% |
| 0.6891096923 | 1 | 0.1% |
| 0.8197375637 | 1 | 0.1% |
| 0.7879441247 | 1 | 0.1% |
| 0.9900894177 | 1 | 0.1% |
| 0.3441635672 | 1 | 0.1% |
| 0.4723308963 | 1 | 0.1% |
| 0.4823719285 | 1 | 0.1% |
| 0.8964835715 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.05490910826 | 1 | |
| 0.08195700033 | 1 | |
| 0.0885183149 | 1 | |
| 0.09950012557 | 1 | |
| 0.09959975313 | 1 | |
| 0.1045271161 | 1 | |
| 0.1107338003 | 1 | |
| 0.1114828826 | 1 | |
| 0.1275507842 | 1 | |
| 0.1278704261 | 1 |
| Value | Count | Frequency (%) |
| 0.999999976 | 1 | |
| 0.9999996126 | 1 | |
| 0.9999989668 | 1 | |
| 0.9999984377 | 1 | |
| 0.9999940687 | 1 | |
| 0.999993867 | 1 | |
| 0.999993158 | 1 | |
| 0.9999886356 | 1 | |
| 0.9999867477 | 1 | |
| 0.9999839739 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7943732879 |
| Minimum | 0.05059980708 |
|---|---|
| Maximum | 0.99999979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.05059980708 |
|---|---|
| 5-th percentile | 0.3278032316 |
| Q1 | 0.6751660427 |
| median | 0.8754102639 |
| Q3 | 0.969716344 |
| 95-th percentile | 0.9987581495 |
| Maximum | 0.99999979 |
| Range | 0.9493999829 |
| Interquartile range (IQR) | 0.2945503014 |
Descriptive statistics
| Standard deviation | 0.2180916577 |
|---|---|
| Coefficient of variation (CV) | 0.2745455582 |
| Kurtosis | 0.860628556 |
| Mean | 0.7943732879 |
| Median Absolute Deviation (MAD) | 0.1120863307 |
| Skewness | -1.24386399 |
| Sum | 794.3732879 |
| Variance | 0.04756397117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9881113757 | 1 | 0.1% |
| 0.9980194372 | 1 | 0.1% |
| 0.9847561586 | 1 | 0.1% |
| 0.977540394 | 1 | 0.1% |
| 0.585589505 | 1 | 0.1% |
| 0.8504277207 | 1 | 0.1% |
| 0.9986393439 | 1 | 0.1% |
| 0.99999979 | 1 | 0.1% |
| 0.5893282464 | 1 | 0.1% |
| 0.3369694474 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.05059980708 | 1 | |
| 0.06307078827 | 1 | |
| 0.07699358097 | 1 | |
| 0.07764470209 | 1 | |
| 0.08409240308 | 1 | |
| 0.09271049977 | 1 | |
| 0.09329891418 | 1 | |
| 0.1000125006 | 1 | |
| 0.1053239998 | 1 | |
| 0.1058715602 | 1 |
| Value | Count | Frequency (%) |
| 0.99999979 | 1 | |
| 0.9999982499 | 1 | |
| 0.9999979504 | 1 | |
| 0.9999854875 | 1 | |
| 0.9999822866 | 1 | |
| 0.9999804021 | 1 | |
| 0.9999787224 | 1 | |
| 0.9999772845 | 1 | |
| 0.9999756022 | 1 | |
| 0.9999740146 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009415239496 |
| Minimum | -0.5077789187 |
|---|---|
| Maximum | 0.5926828031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 469 |
| Negative (%) | 46.9% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.5077789187 |
|---|---|
| 5-th percentile | -0.2264898542 |
| Q1 | -0.08228420272 |
| median | 0.01069765009 |
| Q3 | 0.1046434715 |
| 95-th percentile | 0.2520672103 |
| Maximum | 0.5926828031 |
| Range | 1.100461722 |
| Interquartile range (IQR) | 0.1869276742 |
Descriptive statistics
| Standard deviation | 0.145057534 |
|---|---|
| Coefficient of variation (CV) | 15.4066749 |
| Kurtosis | 0.5192142538 |
| Mean | 0.009415239496 |
| Median Absolute Deviation (MAD) | 0.09371461847 |
| Skewness | -0.0138895577 |
| Sum | 9.415239496 |
| Variance | 0.02104168817 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.123491931 | 1 | 0.1% |
| -0.004113768384 | 1 | 0.1% |
| 0.2090829299 | 1 | 0.1% |
| 0.04644159341 | 1 | 0.1% |
| 0.1843304607 | 1 | 0.1% |
| 0.1569838133 | 1 | 0.1% |
| 0.2094465304 | 1 | 0.1% |
| -0.1201730306 | 1 | 0.1% |
| 0.2064949894 | 1 | 0.1% |
| -0.02932567078 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| -0.5077789187 | 1 | |
| -0.4496083624 | 1 | |
| -0.4423116156 | 1 | |
| -0.4204208918 | 1 | |
| -0.4174022524 | 1 | |
| -0.4161717027 | 1 | |
| -0.3945861816 | 1 | |
| -0.3774384774 | 1 | |
| -0.370734224 | 1 | |
| -0.370587702 | 1 |
| Value | Count | Frequency (%) |
| 0.5926828031 | 1 | |
| 0.4698926049 | 1 | |
| 0.4595231964 | 1 | |
| 0.4143028723 | 1 | |
| 0.4081817153 | 1 | |
| 0.4035028861 | 1 | |
| 0.3957336203 | 1 | |
| 0.3767705644 | 1 | |
| 0.3738551831 | 1 | |
| 0.3599321972 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.313067429 |
| Minimum | 0.01692527422 |
|---|---|
| Maximum | 0.8254711028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.01692527422 |
|---|---|
| 5-th percentile | 0.1105002489 |
| Q1 | 0.2041276566 |
| median | 0.2930475354 |
| Q3 | 0.4065878377 |
| 95-th percentile | 0.5735424616 |
| Maximum | 0.8254711028 |
| Range | 0.8085458285 |
| Interquartile range (IQR) | 0.2024601812 |
Descriptive statistics
| Standard deviation | 0.1429601627 |
|---|---|
| Coefficient of variation (CV) | 0.4566433601 |
| Kurtosis | -0.03339038136 |
| Mean | 0.313067429 |
| Median Absolute Deviation (MAD) | 0.09783204437 |
| Skewness | 0.5873821192 |
| Sum | 313.067429 |
| Variance | 0.02043760813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6985361684 | 1 | 0.1% |
| 0.4130303781 | 1 | 0.1% |
| 0.5046091958 | 1 | 0.1% |
| 0.3842255367 | 1 | 0.1% |
| 0.247981783 | 1 | 0.1% |
| 0.4312353309 | 1 | 0.1% |
| 0.2910328309 | 1 | 0.1% |
| 0.2413607819 | 1 | 0.1% |
| 0.2176481693 | 1 | 0.1% |
| 0.3949625114 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.01692527422 | 1 | |
| 0.024796734 | 1 | |
| 0.02692620605 | 1 | |
| 0.03508527885 | 1 | |
| 0.05190267429 | 1 | |
| 0.05731373425 | 1 | |
| 0.05808888905 | 1 | |
| 0.05945565598 | 1 | |
| 0.05950718222 | 1 | |
| 0.06711409117 | 1 |
| Value | Count | Frequency (%) |
| 0.8254711028 | 1 | |
| 0.8211522683 | 1 | |
| 0.7561138744 | 1 | |
| 0.7423407377 | 1 | |
| 0.7372848729 | 1 | |
| 0.7354807056 | 1 | |
| 0.7223056061 | 1 | |
| 0.7047442693 | 1 | |
| 0.6990231963 | 1 | |
| 0.6985361684 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01403194666 |
| Minimum | -0.6069444448 |
|---|---|
| Maximum | 0.693310774 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 476 |
| Negative (%) | 47.6% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.6069444448 |
|---|---|
| 5-th percentile | -0.3186853249 |
| Q1 | -0.1033580074 |
| median | 0.008624460475 |
| Q3 | 0.1315826683 |
| 95-th percentile | 0.3534274367 |
| Maximum | 0.693310774 |
| Range | 1.300255219 |
| Interquartile range (IQR) | 0.2349406758 |
Descriptive statistics
| Standard deviation | 0.2018310029 |
|---|---|
| Coefficient of variation (CV) | 14.38367803 |
| Kurtosis | 0.6623634448 |
| Mean | 0.01403194666 |
| Median Absolute Deviation (MAD) | 0.1160913023 |
| Skewness | 0.1267990421 |
| Sum | 14.03194666 |
| Variance | 0.04073575374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1993686804 | 1 | 0.1% |
| 0.01851590855 | 1 | 0.1% |
| 0.5037164045 | 1 | 0.1% |
| 0.1719071635 | 1 | 0.1% |
| 0.02481924755 | 1 | 0.1% |
| 0.04353931012 | 1 | 0.1% |
| 0.4260240823 | 1 | 0.1% |
| -0.2363529954 | 1 | 0.1% |
| 0.0925798057 | 1 | 0.1% |
| 0.1952058024 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| -0.6069444448 | 1 | |
| -0.5742787265 | 1 | |
| -0.5547737462 | 1 | |
| -0.5476067274 | 1 | |
| -0.5474504461 | 1 | |
| -0.543865063 | 1 | |
| -0.5355144066 | 1 | |
| -0.5168303097 | 1 | |
| -0.5100302544 | 1 | |
| -0.4980607658 | 1 |
| Value | Count | Frequency (%) |
| 0.693310774 | 1 | |
| 0.6338622584 | 1 | |
| 0.6258919864 | 1 | |
| 0.6251565329 | 1 | |
| 0.6081584931 | 1 | |
| 0.6021669416 | 1 | |
| 0.5767897653 | 1 | |
| 0.5760250195 | 1 | |
| 0.570745851 | 1 | |
| 0.5584155741 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004101692997 |
| Minimum | -0.6768312023 |
|---|---|
| Maximum | 0.6985085789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 482 |
| Negative (%) | 48.2% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -0.6768312023 |
|---|---|
| 5-th percentile | -0.3454504464 |
| Q1 | -0.1068070383 |
| median | 0.005617724269 |
| Q3 | 0.1230173411 |
| 95-th percentile | 0.3438602907 |
| Maximum | 0.6985085789 |
| Range | 1.375339781 |
| Interquartile range (IQR) | 0.2298243794 |
Descriptive statistics
| Standard deviation | 0.2012978176 |
|---|---|
| Coefficient of variation (CV) | 49.07676359 |
| Kurtosis | 0.6819059534 |
| Mean | 0.004101692997 |
| Median Absolute Deviation (MAD) | 0.115127549 |
| Skewness | -0.1257047224 |
| Sum | 4.101692997 |
| Variance | 0.04052081136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01120572708 | 1 | 0.1% |
| -0.02893707986 | 1 | 0.1% |
| -0.09102631755 | 1 | 0.1% |
| -0.09497332062 | 1 | 0.1% |
| 0.3442325069 | 1 | 0.1% |
| 0.2725910003 | 1 | 0.1% |
| -0.0159030744 | 1 | 0.1% |
| -0.0001623308692 | 1 | 0.1% |
| 0.3313595148 | 1 | 0.1% |
| -0.254891861 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| -0.6768312023 | 1 | |
| -0.6738491616 | 1 | |
| -0.6738280454 | 1 | |
| -0.6405213242 | 1 | |
| -0.6288969814 | 1 | |
| -0.5726242566 | 1 | |
| -0.5679632668 | 1 | |
| -0.5673895661 | 1 | |
| -0.5462782516 | 1 | |
| -0.5146296411 | 1 |
| Value | Count | Frequency (%) |
| 0.6985085789 | 1 | |
| 0.5889371787 | 1 | |
| 0.58158077 | 1 | |
| 0.5452145258 | 1 | |
| 0.5393061336 | 1 | |
| 0.5292437557 | 1 | |
| 0.5230644806 | 1 | |
| 0.4927231861 | 1 | |
| 0.4919568114 | 1 | |
| 0.4899332631 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2375950746 |
| Minimum | 0.00275723412 |
|---|---|
| Maximum | 0.8211522683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.00275723412 |
|---|---|
| 5-th percentile | 0.04102676382 |
| Q1 | 0.1150174239 |
| median | 0.2039490533 |
| Q3 | 0.3297625414 |
| 95-th percentile | 0.5372919756 |
| Maximum | 0.8211522683 |
| Range | 0.8183950341 |
| Interquartile range (IQR) | 0.2147451175 |
Descriptive statistics
| Standard deviation | 0.1560788164 |
|---|---|
| Coefficient of variation (CV) | 0.6569109933 |
| Kurtosis | 0.1754695911 |
| Mean | 0.2375950746 |
| Median Absolute Deviation (MAD) | 0.1024127162 |
| Skewness | 0.8327184669 |
| Sum | 237.5950746 |
| Variance | 0.02436059694 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6985361684 | 1 | 0.1% |
| 0.2450288349 | 1 | 0.1% |
| 0.4790070823 | 1 | 0.1% |
| 0.2460434527 | 1 | 0.1% |
| 0.03176010329 | 1 | 0.1% |
| 0.3069517275 | 1 | 0.1% |
| 0.1561619469 | 1 | 0.1% |
| 0.1266554609 | 1 | 0.1% |
| 0.05098128641 | 1 | 0.1% |
| 0.3949625114 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.00275723412 | 1 | |
| 0.003750750298 | 1 | |
| 0.006075000633 | 1 | |
| 0.008043700163 | 1 | |
| 0.008863483418 | 1 | |
| 0.01193366887 | 1 | |
| 0.01248305669 | 1 | |
| 0.0124886717 | 1 | |
| 0.01304221313 | 1 | |
| 0.01325346416 | 1 |
| Value | Count | Frequency (%) |
| 0.8211522683 | 1 | |
| 0.7423407377 | 1 | |
| 0.7372848729 | 1 | |
| 0.7354807056 | 1 | |
| 0.7223056061 | 1 | |
| 0.7047442693 | 1 | |
| 0.6985361684 | 1 | |
| 0.6710036898 | 1 | |
| 0.6687758322 | 1 | |
| 0.6585969683 | 1 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2432424853 |
| Minimum | 0.0009497061961 |
|---|---|
| Maximum | 0.82551367 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.0009497061961 |
|---|---|
| 5-th percentile | 0.0381356765 |
| Q1 | 0.1283752891 |
| median | 0.2178275118 |
| Q3 | 0.3435045775 |
| 95-th percentile | 0.5325674671 |
| Maximum | 0.82551367 |
| Range | 0.8245639638 |
| Interquartile range (IQR) | 0.2151292884 |
Descriptive statistics
| Standard deviation | 0.1516660778 |
|---|---|
| Coefficient of variation (CV) | 0.6235180407 |
| Kurtosis | 0.1534832768 |
| Mean | 0.2432424853 |
| Median Absolute Deviation (MAD) | 0.1036747339 |
| Skewness | 0.7273775674 |
| Sum | 243.2424853 |
| Variance | 0.02300259916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.07202110554 | 1 | 0.1% |
| 0.4590918094 | 1 | 0.1% |
| 0.51534123 | 1 | 0.1% |
| 0.4405270562 | 1 | 0.1% |
| 0.2486763076 | 1 | 0.1% |
| 0.4406434333 | 1 | 0.1% |
| 0.3045428196 | 1 | 0.1% |
| 0.2504770465 | 1 | 0.1% |
| 0.2417143786 | 1 | 0.1% |
| 0.09122607336 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0.0009497061961 | 1 | |
| 0.003855640387 | 1 | |
| 0.01041444898 | 1 | |
| 0.01146689048 | 1 | |
| 0.01195071101 | 1 | |
| 0.01210458413 | 1 | |
| 0.01266645775 | 1 | |
| 0.01286151468 | 1 | |
| 0.01319313828 | 1 | |
| 0.01331208957 | 1 |
| Value | Count | Frequency (%) |
| 0.82551367 | 1 | |
| 0.7797296022 | 1 | |
| 0.7452952352 | 1 | |
| 0.7111983985 | 1 | |
| 0.695666446 | 1 | |
| 0.6884439725 | 1 | |
| 0.6840765539 | 1 | |
| 0.6789472969 | 1 | |
| 0.6753208241 | 1 | |
| 0.6700129266 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Unnamed: 0 | mass_1 | mass_ratio | a_1 | a_2 | cos_tilt_1 | cos_tilt_2 | redshift | mass_2 | tilt_1 | tilt_2 | sin_tilt_1 | sin_tilt_2 | chi_eff | chi_p | spin1z | spin2z | spin1x | spin2x | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 11.997087 | 0.675744 | 0.726430 | 0.072888 | 0.274450 | 0.153740 | 1.214104 | 8.106962 | 1.292779 | 1.416444 | 0.961601 | 0.988111 | 0.123492 | 0.698536 | 0.199369 | 0.011206 | 0.698536 | 0.072021 |
| 1 | 1 | 8.861488 | 0.922037 | 0.188529 | 0.085795 | 0.584701 | -0.651620 | 0.508075 | 8.170619 | 0.946285 | 2.280515 | 0.811249 | 0.758545 | 0.030533 | 0.152944 | 0.110233 | -0.055905 | 0.152944 | 0.065079 |
| 2 | 2 | 7.969638 | 0.991470 | 0.208436 | 0.248710 | 0.682750 | 0.454073 | 1.761168 | 7.901661 | 0.819277 | 1.099464 | 0.730652 | 0.890964 | 0.127684 | 0.219433 | 0.142309 | 0.112932 | 0.152294 | 0.221591 |
| 3 | 3 | 6.767522 | 0.934300 | 0.297395 | 0.333256 | 0.959535 | -0.684569 | 1.406222 | 6.322897 | 0.285451 | 2.324808 | 0.281590 | 0.728948 | 0.037333 | 0.224774 | 0.285361 | -0.228137 | 0.083744 | 0.242927 |
| 4 | 4 | 5.719775 | 0.998394 | 0.220978 | 0.122230 | 0.240138 | -0.270034 | 1.649524 | 5.710589 | 1.328288 | 1.844225 | 0.970739 | 0.962851 | 0.010064 | 0.214512 | 0.053065 | -0.033006 | 0.214512 | 0.117689 |
| 5 | 5 | 6.673549 | 0.988183 | 0.283267 | 0.437678 | -0.029380 | -0.396792 | 2.278394 | 6.594685 | 1.600180 | 1.978816 | 0.999568 | 0.917908 | -0.090503 | 0.396327 | -0.008322 | -0.173667 | 0.283145 | 0.401748 |
| 6 | 6 | 6.313939 | 0.969554 | 0.340635 | 0.197743 | 0.385053 | -0.661116 | 1.315995 | 6.121704 | 1.175531 | 2.293101 | 0.922895 | 0.750284 | 0.002240 | 0.314370 | 0.131163 | -0.130731 | 0.314370 | 0.148363 |
| 7 | 7 | 6.660161 | 0.997386 | 0.266293 | 0.197848 | -0.079090 | -0.315321 | 1.710808 | 6.642750 | 1.649969 | 1.891591 | 0.996868 | 0.948985 | -0.041696 | 0.265459 | -0.021061 | -0.062386 | 0.265459 | 0.187755 |
| 8 | 8 | 6.711532 | 0.959223 | 0.613728 | 0.138402 | 0.859630 | -0.499544 | 1.076037 | 6.437856 | 0.536251 | 2.093869 | 0.510917 | 0.866289 | 0.235430 | 0.313564 | 0.527579 | -0.069138 | 0.313564 | 0.119896 |
| 9 | 9 | 10.883231 | 0.924608 | 0.156982 | 0.452587 | 0.533881 | 0.836234 | 2.264516 | 10.062725 | 1.007612 | 0.580418 | 0.845559 | 0.548373 | 0.225368 | 0.226921 | 0.083810 | 0.378468 | 0.132738 | 0.248187 |
Last rows
| Unnamed: 0 | mass_1 | mass_ratio | a_1 | a_2 | cos_tilt_1 | cos_tilt_2 | redshift | mass_2 | tilt_1 | tilt_2 | sin_tilt_1 | sin_tilt_2 | chi_eff | chi_p | spin1z | spin2z | spin1x | spin2x | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 990 | 5.838965 | 0.998603 | 0.397425 | 0.150657 | 0.282829 | 0.556785 | 1.454942 | 5.830808 | 1.284054 | 0.980286 | 0.959170 | 0.830656 | 0.098153 | 0.381198 | 0.112403 | 0.083883 | 0.381198 | 0.125144 |
| 991 | 991 | 7.064657 | 0.999804 | 0.189990 | 0.271382 | -0.106623 | 0.862972 | 1.920350 | 7.063273 | 1.677623 | 0.529674 | 0.994299 | 0.505252 | 0.106956 | 0.188907 | -0.020257 | 0.234195 | 0.188907 | 0.137116 |
| 992 | 992 | 6.324011 | 0.962227 | 0.105427 | 0.226353 | -0.925340 | -0.297332 | 2.229629 | 6.085137 | 2.752727 | 1.872694 | 0.379139 | 0.954774 | -0.082720 | 0.206812 | -0.097556 | -0.067302 | 0.039972 | 0.216116 |
| 993 | 993 | 10.883293 | 0.847726 | 0.413768 | 0.290868 | 0.487201 | 0.696119 | 1.537464 | 9.226055 | 1.061915 | 0.800819 | 0.873290 | 0.717926 | 0.201997 | 0.361340 | 0.201588 | 0.202479 | 0.361340 | 0.208822 |
| 994 | 994 | 6.100319 | 0.998238 | 0.397064 | 0.477017 | 0.669284 | 0.355743 | 0.809328 | 6.089573 | 0.837551 | 1.207088 | 0.743006 | 0.934584 | 0.217764 | 0.444915 | 0.265749 | 0.169695 | 0.295021 | 0.445812 |
| 995 | 995 | 8.473071 | 0.826685 | 0.351173 | 0.037966 | 0.050601 | -0.190445 | 2.159816 | 7.004560 | 1.520174 | 1.762412 | 0.998719 | 0.981698 | 0.006456 | 0.350723 | 0.017770 | -0.007230 | 0.350723 | 0.037271 |
| 996 | 996 | 13.548334 | 0.862952 | 0.403594 | 0.272363 | -0.288702 | 0.998719 | 2.150115 | 11.691568 | 1.863668 | 0.050621 | 0.957419 | 0.050600 | 0.063457 | 0.386408 | -0.116518 | 0.272014 | 0.386408 | 0.013782 |
| 997 | 997 | 6.011935 | 0.998284 | 0.536828 | 0.311054 | -0.514118 | -0.948105 | 0.608705 | 6.001616 | 2.110775 | 2.818020 | 0.857719 | 0.317956 | -0.285444 | 0.460448 | -0.275993 | -0.294912 | 0.460448 | 0.098901 |
| 998 | 998 | 7.675601 | 0.967660 | 0.392296 | 0.253465 | 0.723111 | -0.351398 | 1.805147 | 7.427371 | 0.762500 | 1.929860 | 0.690732 | 0.936226 | 0.100366 | 0.270971 | 0.283674 | -0.089067 | 0.270971 | 0.237301 |
| 999 | 999 | 12.842000 | 0.847209 | 0.721707 | 0.142632 | 0.630927 | 0.396641 | 2.068536 | 10.879861 | 0.888049 | 1.162942 | 0.775842 | 0.917974 | 0.272451 | 0.559931 | 0.455344 | 0.056574 | 0.559931 | 0.130932 |